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Pengyu Wang

33 papers · 2013–2026 · 13 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (68) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Gold πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🀝 Dynamic Duo (15) 🌈 Renaissance Researcher (6) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Prolific πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (154)

Venues

EMNLP (8) ACL (6) MICCAI (4) AAAI (2) COLING (2) Interspeech (2) NAACL (2) NeurIPS (2) AISTATS (1) CoNLL (1) ICCV (1) ICLR (1) UAI (1)

Top co-authors

Xipeng Qiu (15) Dong Zhang (9) Botian Jiang (7) Linyang Li (6) Chenkun Tan (5) Zhaowei Li (5) Yaqian Zhou (5) Xinghao Wang (5) Yunhua Zhou (4) Ke Ren (4)

Research topics

Artificial Intelligence (22) Core AI (21) Machine Learning (18) Deep Learning (13) Natural Language Processing (12) Application Areas (8) Learning Types Β· Machine Learning (8) Resources & Methods (8) Core Methods (7) Learning Types Β· Deep Learning (7) Optimization & Theory (7) Applications (5) Models (5) Computer Vision (4) Techniques (4)

Keywords

large language model (14) multimodal learning (4) reinforcement learning from human feedback (3) out-of-domain detection (2) convolution neural network (2) direct preference optimization (2) speech language model (2) intent classification (2) multimodal large language model (2) inference-time alignment (2) representation learning (2) bayesian inference (2) model compression (2) text classification (2) source localization (2) self-supervised learning (2) speech generation (2) natural language processing (1) multi-task learning (1) ensemble learning (1)

Papers

LoPT: Lossless Parallel Tokenization Acceleration for Long Context Inference of Large Language Model ACL 2026 Not All Queries Need Deep Thought: CoFiCot for Adaptive Coarse-to-fine Stateful Refinement UAI 2026 Proactive Constrained Policy Optimization with Preemptive Penalty AAAI 2026 Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments ICLR 2025 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024 F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction MICCAI 2024 fTSPL: Enhancing Brain Analysis with fMRI-Text Synergistic Prompt Learning MICCAI 2024 GBT: Geometric-oriented Brain Transformer for Autism Diagnosis MICCAI 2024 InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP 2024 Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting MICCAI 2024 NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024 RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization NeurIPS 2024 Sparsity-Accelerated Training for Large Language Models ACL 2024 SpeechAlign: Aligning Speech Generation to Human Preferences NeurIPS 2024 The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023 SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023 Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 Watermarking LLMs with Weight Quantization EMNLP 2023 Joint Estimation of Direction-of-Arrival and Distance for Arrays with Directional Sensors based on Sparse Bayesian Learning Interspeech 2022 Spectro-Temporal SubNet for Real-Time Monaural Speech Denoising and Dereverberation Interspeech 2022 EventHPE: Event-Based 3D Human Pose and Shape Estimation ICCV 2021 Collapsed Variational Bayesian Inference for Hidden Markov Models AISTATS 2013 Collapsed Variational Bayesian Inference for PCFGs CoNLL 2013